Persistent AI teammates
From Chatbots to Persistent AI Teammates
The next shift in AI is not another chat window. It is a governed operating model where persistent agents have context, tools, responsibilities, and a durable place to work.
Articles
Field notes on AI operating layers.
Practical writing on turning scattered AI activity into accountable workflows, review loops, control planes, and product-grade proof.
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AI operating layer
Why AI Pilots Stall Before They Become Operating Systems
Most AI efforts do not stall because the model is too weak. They stall because nobody installed the operating layer around it.